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Analysis of Array-CGH Data Using the R and Bioconductor Software Suite

Background. Array-based comparative genomic hybridization (array-CGH) is an emerging high-resolution and high-throughput molecular genetic technique that allows genome-wide screening for chromosome alterations. DNA copy number alterations (CNAs) are a hallmark of somatic mutations in tumor genomes a...

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Autores principales: Hofmann, Winfried A., Weigmann, Anja, Tauscher, Marcel, Skawran, Britta, Focken, Tim, Buurman, Reena, Wingen, Luzie U., Schlegelberger, Brigitte, Steinemann, Doris
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2728899/
https://www.ncbi.nlm.nih.gov/pubmed/19696946
http://dx.doi.org/10.1155/2009/201325
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author Hofmann, Winfried A.
Weigmann, Anja
Tauscher, Marcel
Skawran, Britta
Focken, Tim
Buurman, Reena
Wingen, Luzie U.
Schlegelberger, Brigitte
Steinemann, Doris
author_facet Hofmann, Winfried A.
Weigmann, Anja
Tauscher, Marcel
Skawran, Britta
Focken, Tim
Buurman, Reena
Wingen, Luzie U.
Schlegelberger, Brigitte
Steinemann, Doris
author_sort Hofmann, Winfried A.
collection PubMed
description Background. Array-based comparative genomic hybridization (array-CGH) is an emerging high-resolution and high-throughput molecular genetic technique that allows genome-wide screening for chromosome alterations. DNA copy number alterations (CNAs) are a hallmark of somatic mutations in tumor genomes and congenital abnormalities that lead to diseases such as mental retardation. However, accurate identification of amplified or deleted regions requires a sequence of different computational analysis steps of the microarray data. Results. We have developed a user-friendly and versatile tool for the normalization, visualization, breakpoint detection, and comparative analysis of array-CGH data which allows the accurate and sensitive detection of CNAs. Conclusion. The implemented option for the determination of minimal altered regions (MARs) from a series of tumor samples is a step forward in the identification of new tumor suppressor genes or oncogenes.
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spelling pubmed-27288992009-08-20 Analysis of Array-CGH Data Using the R and Bioconductor Software Suite Hofmann, Winfried A. Weigmann, Anja Tauscher, Marcel Skawran, Britta Focken, Tim Buurman, Reena Wingen, Luzie U. Schlegelberger, Brigitte Steinemann, Doris Comp Funct Genomics Research Article Background. Array-based comparative genomic hybridization (array-CGH) is an emerging high-resolution and high-throughput molecular genetic technique that allows genome-wide screening for chromosome alterations. DNA copy number alterations (CNAs) are a hallmark of somatic mutations in tumor genomes and congenital abnormalities that lead to diseases such as mental retardation. However, accurate identification of amplified or deleted regions requires a sequence of different computational analysis steps of the microarray data. Results. We have developed a user-friendly and versatile tool for the normalization, visualization, breakpoint detection, and comparative analysis of array-CGH data which allows the accurate and sensitive detection of CNAs. Conclusion. The implemented option for the determination of minimal altered regions (MARs) from a series of tumor samples is a step forward in the identification of new tumor suppressor genes or oncogenes. Hindawi Publishing Corporation 2009 2009-08-19 /pmc/articles/PMC2728899/ /pubmed/19696946 http://dx.doi.org/10.1155/2009/201325 Text en Copyright © 2009 Winfried A. Hofmann et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Hofmann, Winfried A.
Weigmann, Anja
Tauscher, Marcel
Skawran, Britta
Focken, Tim
Buurman, Reena
Wingen, Luzie U.
Schlegelberger, Brigitte
Steinemann, Doris
Analysis of Array-CGH Data Using the R and Bioconductor Software Suite
title Analysis of Array-CGH Data Using the R and Bioconductor Software Suite
title_full Analysis of Array-CGH Data Using the R and Bioconductor Software Suite
title_fullStr Analysis of Array-CGH Data Using the R and Bioconductor Software Suite
title_full_unstemmed Analysis of Array-CGH Data Using the R and Bioconductor Software Suite
title_short Analysis of Array-CGH Data Using the R and Bioconductor Software Suite
title_sort analysis of array-cgh data using the r and bioconductor software suite
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2728899/
https://www.ncbi.nlm.nih.gov/pubmed/19696946
http://dx.doi.org/10.1155/2009/201325
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